Jong Hoon Shin
Interested in physics, solid state devices, neuromorphic computing, artificial intelligence, computer architecture, software skills, and everything else. I like to read, write, learn, try, and share. Currently, working in San Jose, CA. Hope you enjoy this blog. :)
- Location
- San Jose, California, United States
- Website
- https://jonghoon.blog
Experience
– present
Sr. Hardware Engineer at Samsung Semiconductor Inc., San Jose, CA
Research on the hardware architecture of deep neural network accelerators and associated algorithm-software optimization.
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Research Intern at IBM Research, Yorktown Hegiths, NY
Research on the neuromorphic computing using novel non-volatile memory.
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Research Engineer at LG Electronics
Research on the solid state physics in III-V compound semiconductors.
Education
–
Ph.D in Electrical Engineering and Computer Science from University of Michigan, Ann Arbor
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MS in Physics from Seoul National University
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BS in Physics from Seoul National University
Publications
Griffin: Rethinking Sparse Optimization for Deep Learning Architectures
by JH Shin, A Shafiee, A Pedram, H Abdel-Aziz, L Li, J Hassoun
published in 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA)
Rethinking floating point overheads for mixed precision DNN accelerators
by Hamzah Abdelaziz, Ali Shafiee, Jong Hoon Shin, Ardavan Pedram, Joseph Hassoun
published in Proceedings of Machine Learning and Systems 3 (MLSys 2021)
Temporal data classification and forecasting using a memristor-based reservoir computing system
by John Moon, Wen Ma, Jong Hoon Shin, Fuxi Cai, Chao Du, Seung Hwan Lee, Wei D Lu
published in Nature Electronics
Resistive Switching Devices and Their Applications for Computing Beyond von Neumann Architecture
by Jong Hoon Shin
published in University of Michigan, Ann Arbor
Hardware acceleration of simulated annealing of spin glass by RRAM crossbar array
by Jong Hoon Shin, Yeon Joo Jeong, Mohammed A Zidan, Qiwen Wang, Wei D Lu
published in 2018 IEEE International Electron Devices Meeting (IEDM)
Self-Limited and Forming-Free CBRAM Device With Double Al2O3ALD Layers
by Jong Hoon Shin, Qiwen Wang, Wei D Lu
published in IEEE Electron Device Letters
K-means Data Clustering with Memristor Networks
by YeonJoo Jeong, Jihang Lee, John Moon, Jong Hoon Shin, Wei D Lu
published in Nano Letters
Field-programmable crossbar array (FPCA) for reconfigurable computing
by Mohammed A Zidan, YeonJoo Jeong, Jong Hoon Shin, Chao Du, Zhengya Zhang, Wei D Lu
published in IEEE Transactions on Multi-Scale Computing Systems
Neuromorphic computation: Lowering dimensions
by Giacomo Prando
published in Nature Nanotechnology
Highlighted our paper published in Nano Letters
Experimental Demonstration of Feature Extraction and Dimensionality Reduction using Memristor Networks
by Shinhyun Choi*, Jong Hoon Shin*, Jihang Lee, Patrick Sheridan, Wei D Lu
published in Nano Letters
Highlighteed in Nature Nanotechnology
Investigating gate metal induced reduction of surface donor density in GaN/AlGaN/GaN heterostructure by electroreflectance spectroscopy
by Jong Hoon Shin, Kwang-Choong Kim, Kyu Sang Kim
published in Current Applied Physics
Temperature-dependent hall measurement of AlGaN/GaN heterostructures on Si substrates
by In Hak Lee, Yong Hyun Kim, Young Jun Chang, Jong Hoon Shin, T Jang, Seung Yup Jang
published in Journal of the Korean Physical Society
Investigation of Buffer Traps in AlGaN/GaN Heterostructure Field-Effect Transistors Using a Simple Test Structure
by Seung Yup Jang, Jong-Hoon Shin, Eu Jin Hwang, Hyo-Seung Choi, Hun Jeong, Sang-Hun Song, Hyuck-In Kwon
published in JSTS: Journal of Semiconductor Technology and Science
High-resolution X-ray photoemission study of photo-grown Ga2O3 in GaN/AlGaN/GaN heterostructures on Si substrates
by Beom Soo Joo, Moonsup Han, Young Jun Chang, Jong Hoon Shin, Seung Yup Jang, Taehoon Jang
published in Journal of the Korean Physical Society
Metal induced inhomogeneous Schottky barrier height in AlGaN/GaN Schottky diode
by Jong-Hoon Shin, Jinhong Park, SeungYup Jang, T Jang, Kyu Sang Kim
published in Applied Physics Letters
Gate metal dependent reverse leakage mechanisms in AlGaN/GaN Schottky diode
by Jong-Hoon Shin, Jinhong Park, SeungYup Jang, Tae-Hoon Jang, Kyu Sang Kim
published in Japanese Journal of Applied Physics
Gate metal induced reduction of surface donor states of AlGaN/GaN heterostructure on Si-substrate investigated by electroreflectance spectroscopy
by Jong Hoon Shin, Young Je Jo, Kwang-Choong Kim, T Jang, Kyu Sang Kim
published in Applied Physics Letters